Category AI Visibility Report
Toaster Ovens AI Visibility Report 2026: Top Brands & Buyer Topics in AI Search
Data updated 2026-08-27 · 30-day window · ChatGPT · Google AI Mode · Google AI Overviews
≈3,497
Est. AI queries / month
12
Buyer topics monitored
10
Brands on the AI shelf
Key insights
- Over the last 30 days, GEOly monitored 12 buyer topics in Toaster Ovens across ChatGPT, Google AI Mode, Google AI Overviews — an estimated 3,497 AI queries per month.
- Breville leads the AI shelf with 22.3% of brand mentions, followed by Cuisinart (12.5%) and Ninja (11.7%). The top three hold 46.5% combined — a concentrated shelf where challengers need a differentiated topic wedge.
- The highest-demand topic is “Smart toaster ovens” (top keyword “toaster ovens breville”, ~40,500 searches/mo).
- AI answers lean on rtings.com most (45.3% of citations) — earning presence on these sources is the shortest path to being recommended.
Brands AI recommends most
Share of brand mentions across AI answers in the last 30 days (Share of Model).
| # | Brand | AI mentions | Share |
|---|---|---|---|
| 1 | Breville | 1,303 | 22.3% |
| 2 | Cuisinart | 732 | 12.5% |
| 3 | Ninja | 685 | 11.7% |
| 4 | Panasonic | 627 | 10.7% |
| 5 | Hamilton Beach | 381 | 6.5% |
| 6 | Black+Decker | 329 | 5.6% |
| 7 | GE | 191 | 3.3% |
| 8 | Waring Commercial | 141 | 2.4% |
| 9 | KitchenAid | 93 | 1.6% |
| 10 | Dash | 91 | 1.6% |
What shoppers ask AI
Buyer topics monitored in this category, with estimated monthly AI queries and the top Google keyword behind each topic.
| Topic | Est. AI queries / mo | Top keyword | Search volume / mo |
|---|---|---|---|
| Smart toaster ovens | ≈1,181 | toaster ovens breville | 40,500 |
| Non-toxic toaster ovens | ≈1,174 | non toxic toaster ovens | 1,600 |
| Commercial toaster ovens | ≈1,142 | commercial toaster ovens | 880 |
| Energy efficient toaster ovens | — | energy efficient toaster oven | 4,400 |
| Countertop toaster ovens | — | toaster ovens in store | 40,500 |
| Convection toaster ovens | — | convection toaster oven | 6,600 |
| White toaster ovens | — | toaster ovens in white | 1,600 |
| Large toaster ovens | — | toaster ovens large | 1,900 |
| 4 slice toaster ovens | — | 4 slice toaster ovens | 12,100 |
| Compact toaster ovens | — | toaster ovens compact | 6,600 |
| Under cabinet toaster ovens | — | toaster ovens under cabinet mount | 1,600 |
| Retro toaster ovens | — | retro toaster | 8,100 |
Sources AI cites in this category
Root domains AI engines cited most when answering category queries in the last 30 days.
| Domain | Citations | Share |
|---|---|---|
| rtings.com | 321 | 45.3% |
| consumerreports.org | 98 | 13.8% |
| reddit.com | 81 | 11.4% |
| webstaurantstore.com | 38 | 5.4% |
| goodhousekeeping.com | 22 | 3.1% |
| tomsguide.com | 20 | 2.8% |
| foodnetwork.com | 15 | 2.1% |
| pfasfreekitchen.com | 12 | 1.7% |
FAQ
Which brands do AI assistants recommend most for toaster ovens?
Over the last 30 days the top brands by AI mention share are: Breville (22.3%), Cuisinart (12.5%), Ninja (11.7%), Panasonic (10.7%), Hamilton Beach (6.5%). Data from GEOly's continuous monitoring across ChatGPT, Google AI Mode, Google AI Overviews.
How many people ask AI about toaster ovens?
GEOly estimates ~3,497 AI queries per month in this category across 12 buyer topics, led by “Smart toaster ovens”.
Which sources do AI engines cite for toaster ovens?
The most-cited domains are: rtings.com, consumerreports.org, reddit.com, webstaurantstore.com, goodhousekeeping.com. Building brand presence on these sources is the most direct way to win AI recommendations.
Methodology
GEOly continuously runs category buyer prompts across ChatGPT, Google AI Mode, Google AI Overviews and records which brands are mentioned and which sources are cited. Figures aggregate a 30-day window; AI query volumes are modeled estimates from keyword demand and AI-adoption share. Data: GEOly MCP Server, updated 2026-08-27.
See your brand inside this category
GEOly tracks how ChatGPT, Google AI Mode and Google AI Overviews mention, rank and cite your brand against every competitor above — and what to fix to win the AI shelf.